How the carrot approach facilitates learning
July 28, 2009People who are rewarded for making correct decisions learn quickly. While the "carrot" approach may produce favourable results, little is understood about how rewards facilitate the learning process.
Now, in a paper published this week in the online open-access journal PLoS Biology, a team headed by Dr. Burkhard Pleger of the Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, and the University College London have demonstrated that the "reward effect" not only supports the improvement of higher cognitive abilities, but also how brain function in the cortex can be enhanced. Intriguingly, they see that the reward effect can be strengthened using dopaminergic compounds. Targeted manipulation of dopamine levels, thereby enhancing the "teaching signal" in the brain, could open up new possibilities in the treatment of patients, for example, after a stroke.
Previous work has shown that if a decision leads to a successful outcome, it is registered in the brain's reward system. The reward stimulus is then relayed to the area of the brain which was responsible for making the decision. In this way, the brain optimises its processes for improved performance each time. "It was not known until now, however, whether this mechanism also applied to functions of the somatosensory cortex, which process the skin's sense of touch, for instance," explains Dr. Pleger.
To answer this question, the researchers designed a "game" for their subjects. Electrodes were attached to both index fingers of the subjects. In each trial, two electric currents, each with a different frequency, were successively applied to subjects' fingers via the electrodes. Subjects had to decide whether the first or second electric current had a higher frequency. If they were correct, a monetary reward was displayed on a screen. The fact that the reward effect works when it is displayed visually had already been confirmed in an earlier study. The amount of the reward was varied from trial to trial. The result: depending on the size of the reward, the subjects were able to subsequently make the correct decision with improved accuracy. "As well as the effects on higher cognitive processes which were already known, it shows that the reward effect also influences somatosensory processes," says Dr. Pleger. "It turns out to be stronge r, the higher the reward."
In addition to this, the researchers were interested in the role of the neural transmitter dopamine. Therefore, subjects were divided into three groups before the experiment began. The researchers administered the dopaminergic compound Levopoda to the first group, and the second group received the dopamine inhibitor Haloperidol. The third group were treated with a placebo as a control. The effect was clear-cut: The effect of the reward was greatest in group whose dopamine levels had been raised by Levopoda. Subjects in the placebo group also learned with each trial, albeit by less. The reward effect was totally absent in the group of subjects who received the dopamine inhibitor.
"Apparently, the interaction between the regions of the reward system and the somatosensory cortex are mediated by the transmitter dopamine," says Pleger. This discovery opens up interesting possible uses for medicine. The researchers write that in the future, targeted use of dopaminergic compounds could be used to aid the rehabilitation of stroke patients, for example. In theory, applications for pharmaceutical "learning boosters" are also conceivable. However, caution is needed in this. "A raised dopamine level in the brain has already been identified as the cause of mental illnesses such as schizophrenia," warns Dr. Pleger, "so too much is also not good, and can even be dangerous."
More information: Pleger B, Ruff CC, Blankenburg F, Klöppel S, Driver J, et al. (2009) Influence of Dopaminergically Mediated Reward on Somatosensory Decision-Making. PLoS Biol 7(7): e1000164. doi:10.1371/journal.pbio.1000164
-
Brain region central to placebo effect identified
Jul 18, 2007 |
not rated yet |
0
-
Brain response to information about the future suggests that ignorance isn't bliss
Jul 15, 2009 |
not rated yet |
0
-
Researchers find 'switch' for brain's pleasure pathway
Mar 22, 2006 |
not rated yet |
0
-
Brain activity encodes reward magnitude and delay during choice
Jul 09, 2008 |
not rated yet |
0
-
Novelty aids learning
Aug 03, 2006 |
not rated yet |
0
-
Engineers build first sub-10-nm carbon nanotube transistor
Feb 01, 2012 |
4.9 / 5 (31) |
30
-
Something old, something new: Evolution and the structural divergence of duplicate genes
Jan 31, 2012 |
4.6 / 5 (7) |
1
-
The hidden nanoworld of ice crystals: Revealing the dynamic behavior of quasi-liquid layers
Jan 30, 2012 |
5 / 5 (3) |
1
-
Stock market network reveals investor clustering
Jan 27, 2012 |
3.9 / 5 (23) |
8
-
Of microchemistry and molecules: Electronic microfluidic device synthesizes biocompatible probes
Jan 26, 2012 |
5 / 5 (1) |
0
-
Stem cell question.
Feb 10, 2012
-
Protease cleavage
Feb 10, 2012
-
Pertubance in a model
Feb 10, 2012
-
Cancer drugs and Alzheimer's, Oh my!
Feb 09, 2012
-
Squishing cells
Feb 09, 2012
-
Any books/articles for evolutionary stable strategy models in humans?
Feb 09, 2012
- More from Physics Forums - Biology
More news stories
Entire genome of extinct human decoded from fossil
(PhysOrg.com) -- In 2010, Svante Pääbo and his colleagues presented a draft version of the genome from a small fragment of a human finger bone discovered in Denisova Cave in southern Siberia. The ...
Feb 07, 2012 |
4.7 / 5 (58) |
46
|
Why are there so few fish in the Earth's oceans?
(PhysOrg.com) -- A Stony Brook University researcher has found that, contrary to popular belief, there are not plenty of fish in the sea.
Feb 08, 2012 |
4.3 / 5 (17) |
26
|
Miami battling invasion of giant African snails
No one knows how they got there. But an invasion of African giant snails has southern Florida in a panic over potential crop damage, disease and general yuckiness surrounding the slimy gastropods.
Feb 10, 2012 |
4.5 / 5 (2) |
5
Deciding to go left or right: Researchers use device to determine that lower animals can navigate too
For decades, scientists have associated binary decision making opting to go left or right with higher-ranking animals, including humans. A team of Harvard researchers, however, is rewriting that ...
Feb 09, 2012 |
4 / 5 (1) |
4
|
Study shows chimps able to understand needs of others
(PhysOrg.com) -- By setting up a unique experiment, a small team of researchers has found that chimpanzees are able to understand need in other chimps, despite their general disinclination to offer aid when ...
Google might launch Drive for cloud storage soon
(PhysOrg.com) -- Google's next big move, according to the Wall Street Journal, is a cloud storage service called Drive. Hardly first to the plate, Google is simply catching up to introducing its cloud reposi ...
Walney offshore wind farm is world's biggest (for now)
(PhysOrg.com) -- The Walney wind farm on the Irish Sea--characterized by high tides, waves and windy weather--officially opened this week. The farm is treated in the press as a very big deal as the Walney ...
Latin America mining boom clashes with conservation
Latin America is experiencing a mining boom as prices rise fuelled by a hike in global demand, but the region is also being hit by a wave of violent protests, strikes and rallies by environmentalists.
Love a click away in Indonesia's Twitter Republic
He was a geeky kid from Yogyakarta, she a glamorous city girl in Jakarta. In a country with one of the world's most vibrant social networking scenes they fell in love on Twitter.
Europeans protest controversial Internet pact
Tens of thousands of people marched in protests in more than a dozen European cities Saturday against a controversial anti-online piracy pact that critics say could curtail Internet freedom.
Navy to begin tests on electromagnetic railgun prototype launcher
The Office of Naval Research (ONR)'s Electromagnetic (EM) Railgun program will take an important step forward in the coming weeks when the first industry railgun prototype launcher is tested at a facility ...